Skills
100,928 packaged capabilities and playbooks for agents. Install any of them with one command.
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Find and explain current Proxyman debugging tools using official documentation, with GUI, MCP, and CLI workflows where supported. Use for Breakpoint, Map Local or Remote, Scripting, Compose, Repeat, Protobuf, TLS Key Logging, Reverse Proxy, Network Conditions, WebSocket, filters, exports, certificates, and other Proxyman feature guides.
Motion-first AI video director for topic-to-video creation. Use when the user gives a theme, idea, article, script, or brief and wants AI to freely create a real animated video instead of a PPT/slideshow-style explainer; when deciding visual metaphors, motion grammar, scene beats, component choices, generated image needs, HyperFrames/Remotion implementation strategy, and anti-PPT QC.
Expert strategist managing project roadmaps, goals, milestones, and strategic direction. Tracks goal progress, ensures alignment, and provides strategic recommendations. Activates when planning roadmaps, setting goals, tracking milestones, or discussing strategic direction
Generate professional academic PowerPoint (PPTX) presentations from paper PDFs, structured outlines, or plain text. Use for thesis defense, seminar reports, literature presentations, and graduate school applications. Supports automatic figure extraction, LaTeX formula rendering, and bilingual (Chinese/English) layouts.
Extract and analyze business descriptions and competitive landscape from SEC filings using Octagon MCP. Use when researching company business models, market positioning, competitive advantages, industry dynamics, and strategic focus areas from Item 1 disclosures.
Extract and analyze cash flow trends and working capital changes from SEC filings using Octagon MCP. Use when researching operating cash flow, investing activities, financing activities, free cash flow, liquidity, and working capital dynamics from 10-K and 10-Q filings.
Write search-optimized content that ranks on Google using proven frameworks from Ahrefs, Moz, and Google's E-E-A-T guidelines—create helpful, people-first content that satisfies both search engines and readers. Use when: **Write blog posts** optimized for search engines; **Create pillar content** for topical authority; **Optimize existing content** for better rankings; **Write product or service pages** that rank; **Create how-to guides** and tutorials
Complete reference for all SGDS web components, including installation. Use when users ask about any <sgds-*> component — accordion, alert, badge, breadcrumb, button, card, checkbox, close-button, combo-box, data-table, datepicker, description-list, divider, drawer, dropdown, file-upload, footer, icon, icon-button, icon-card, icon-list, image-card, input, link, mainnav, masthead, modal, overflow-menu, pagination, progress-bar, quantity-toggle, radio, select, sidebar, sidenav, skeleton, spinner, stepper, subnav, switch, system-banner, tab, table, table-of-contents, textarea, thumbnail-card, toast, or tooltip. For framework integration (React, Next.js, Vue, Angular), see sgds-getting-started.
Prunes low-value tests across a whole suite to a measured target while holding coverage. Use when asked to "remove useless tests", "prune the test suite", "we have too many tests", "agents keep writing pointless tests", or "cut 20% of tests without losing coverage".
Inorganic chemistry, physical chemistry, and materials science — crystal structures, coordination chemistry, lattice parameters, thermodynamic properties, electronic structure. Use for unit cell volume calculations, coordination geometry, materials property estimation, and inorganic-mechanism reasoning. Complementary to tooluniverse-organic-chemistry.
Keep React screens thin and reusable UI in its own package, separate from app screens. Trigger when authoring or restyling a page, route, screen, or component in an app with a shared UI package—especially when a file is trending toward walls of plain <div className="..."> Tailwind markup. Favor reusing existing primitives in that package and moving new reusable units into it, while avoiding premature over-extraction. Do not trigger for non-React code, single-package apps without a shared UI package, or edits to the internals of one existing component. The package name is per-repo (see ADR-0013); do not require @repo/ui or @native/ui.
Create cinematic movie poster concepts and final poster images from a user's brief, existing video plan, storyboard, character design, or project context. Use this skill whenever the user asks to generate a film poster, movie poster, key art, campaign poster, teaser poster, title poster, or promotional visual for a video project. This skill proposes several creative directions first when appropriate, defaults to a 3:4 poster ratio when no ratio is specified, and ensures typography, title treatment, imagery, genre, setting, and story tone are coherent and visually inventive.
Inspect, verify, interact with, or profile a live Vite app by running temporary scripts in its browser page. Use for runtime state, physical input, browser logs, screenshots, recordings, and performance artifacts; prefer static inspection for questions the source can answer
Replace with a trigger-style description of when this skill should activate. Be specific — this is what the agent uses to decide whether to load the skill. Example: "Sui TypeScript SDK integration. Use when writing, reviewing, or debugging TypeScript code that interacts with Sui RPCs, transactions, or on-chain state."
Manage Alibaba Cloud Quan Miao (AiMiaoBi) via OpenAPI/SDK. Use whenever the user asks for Alibaba Cloud MiaoBi content operations, including listing resources, creating or updating configurations, querying runtime status, and diagnosing API or workflow failures
Manage Alibaba Cloud Backup and Disaster Recovery Center (BDRC) via OpenAPI/SDK. Use whenever the user needs backup/disaster-recovery resource operations, including inventory, policy/configuration changes, status checks, and troubleshooting BDRC workflows
Manage Alibaba Cloud Data Lake Formation (DlfNext) via OpenAPI/SDK. Use whenever the user needs DLF Next catalog/governance resource operations, including listing resources, create/update flows, status checks, and troubleshooting metadata workflow issues
Examine complex decisions using Charlie Munger-style inversion, incentive analysis, the lollapalooza effect of cognitive biases, and multidisciplinary mental models. Use to evaluate business and investment judgments, organizational behavior, policy outcomes, major choices, popular consensus, and failure risks, or to identify one-sided perspectives and blind spots in an argument.
Hair and fur in Blender 5.2 - hair curves on a surface, guides + interpolated children with the bundled hair node assets (clump, curl, noise, droop), density masks, Principled Hair BSDF (melanin), Curves Sculpt combing, 5.2 node Hair Dynamics, game hair cards with a rendered strand atlas, Alembic/USD groom export. Use for hair, fur, beards, eyebrows, grass tufts.
Decision guide for delegating to caveman-style subagents. Tells the main thread WHEN to spawn cavecrew-investigator (locate code), cavecrew-builder (1-2 file edit), or cavecrew-reviewer (diff review) instead of doing the work inline or using vanilla Explore. Subagent output is caveman-compressed so the tool-result injected back into main context is ~60% smaller — main context lasts longer across long sessions. Trigger: "delegate to subagent", "use cavecrew", "spawn investigator/builder/reviewer", "save context", "compressed agent output"
Ultra-compressed code review comments. Cuts noise from PR feedback while preserving the actionable signal. Each comment is one line: location, problem, fix. Use when user says "review this PR", "code review", "review the diff", "/review", or invokes /caveman-review. Auto-triggers when reviewing pull requests.
Accounting, tax, and invoicing for French businesses. Handles PCG entries, VAT returns, corporate and personal income tax, annual closing, tax packages (2033/2065), FEC, financial statements, and the invoicing chain (mandatory details, numbering, Factur-X/UBL/CII, approved PDP/PA platforms, e-reporting, 2026 reform, PEPPOL). Use whenever a question concerns French accounting, VAT, taxes, balance sheets, income statements, depreciation, PCA, closing, expense reports, mileage allowances, invoices, credit notes, quotes, deposits, e-invoicing, or electronic invoicing. Also covers social contributions and VAT for artist-authors: URSSAF affiliation, contributions, RAAP/IRCEC, income without withholding, the authors' VAT exemption (293 B I bis), and adjustments. Triggers: artist-author, copyright, withholding, URSSAF Limousin, Maison des artistes, IRCEC, RAAP, Patreon, Substack, self-publishing, authors' VAT exemption, 293 B.
Quality gate via second model. Spawn a different AI model to review work before committing. Includes refusal routing: if one model refuses, switch silently to the next. Extended in v0.25.1 with structured review-mode gating (when to invoke vs not) and a Codex code-review handoff for the diff-review case
Use this skill whenever you drive the cTrader CLI executable (ctrader-cli.exe) from a shell - querying accounts, symbols, prices, candles, orders, positions, deals or exposure; placing, modifying or cancelling orders; managing price alerts; scaffolding, building, backtesting or running cBots and indicators.
Fill-in-the-blank prompt templates for delegating work to subagents or tmux workers - SEARCH/LOCATE, IMPLEMENT, REFACTOR, RESEARCH, REVIEW/VERIFY. Invoke BEFORE writing any delegation prompt (Agent tool, agent-tmux worker, or fanout task) so the prompt ships with explicit GOAL, MODEL, ACCEPTANCE, and REPORT sections instead of a vague ask. Not for deciding WHETHER to delegate or for driving workers after launch (see the using-tmux-agent-tools and tmux-agent-tools skills for those).
Precisely read, analyze, and modify Word document (.docx) formatting with python-docx. Use this skill when users need to analyze document formatting, modify formatting in batches, standardize layout conventions, handle mixed Chinese and English fonts, or change cross-reference styles.
AI-powered E2E testing for any app — Flutter, React Native, iOS, Android, Electron, Tauri, KMP, .NET MAUI. Connects via MCP to running apps so the agent can take screenshots, tap elements, enter text, scroll, inspect UI trees, and verify state with natural language. Use when the user wants to test an app's UI end-to-end, automate cross-platform testing, run smoke tests, validate form flows, or verify navigation without writing test code.
A platform decision framework for experimentation. When to use Statsig vs PostHog vs GrowthBook vs Optimizely vs Amplitude vs Eppo vs Kameleoon. How to migrate between them. How to coordinate when multi-platform is genuinely warranted. The decisions that compound for years and the ones you can defer. Triggers on which experimentation platform, choose Statsig vs PostHog, evaluate experimentation tools, switch experimentation platform, migrate from Optimizely, consolidate experimentation tools, multi-platform experimentation, experimentation platform decision, ab test platform selection, feature flag platform vs experiment platform, warehouse-native experiments, vendor lock-in experimentation. Also triggers when a team is asking about cost, governance, or migration cost across experimentation tools, or when an evaluation is starting.
Operational discipline for feature flags as production infrastructure. Flag types, naming, targeting rules, rollout strategy, lifecycle, governance, stale flag management, and the technical debt patterns that bite teams who weren't deliberate about it.
Generate novel drug-like molecules using the GenMol NIM microservice. Use for de novo generation, scaffold decoration, motif extension, lead optimization, SAFE notation, QED or LogP ranking, hosted NVIDIA API calls, or local Docker deployment. GenMol takes SAFE notation in the smiles field, not ordinary SMILES.
Generate images using Codex's ChatGPT backend with zero production dependencies. Reuses existing local Codex authentication (~/.codex/auth.json) — no new credentials needed. Supports CLI (gti command), Node.js library, and Python SDK. Accepts text prompts with optional reference images (PNG/JPG/GIF/WebP). Includes dry-run mode and debug output. Triggers on: god-tibo-imagen, gti, image generation, codex image, chatgpt image, ai image, gpt image generation.
New to MCP?
From what the protocol is to installing your first server, these answers cover most first questions.
An open protocol that defines how AI applications connect to external tools and data in a uniform way. Clients talk to the model; MCP servers provide tools, resources and prompt templates. They exchange standard messages, so one server can be reused by many clients.